By: Hemanth Bharatha Chakravarthy & Em McGlone
2 May, 2022. All errors are our own.
botocracy.PDF is the final paper deliverable. It is a
self-standing document that outlines the data, wrangling, feature
engineering, models tried, model evaluation, and model choice and
discussion of the same. It is our primary output./shiny/ is the final deliverable Shiny app. As we use a
unique Python-R hybrid back-end, Shiny’s default domain API does not
have capacity to run this app. Hence, the app is run locally and screen
recordings are submitted in /demo/./data/ contains the raw data files and sampling
code/shiny/ contains the Shiny app that can be run locally
with included installs and the setup of a Python Conda environment via a
R reticulate environment/paper/ contains the Rmd with the model evaluation that
yields the final PDF as well as style files/demo/ contains demos of the Shiny app recordedThe Shiny App takes a Twitter username and a number of Tweets to check and returns:
n tweets from the user and the bot
prediction (1 or 0) for each Tweet (based along with the relevant
metadata of each tweet)User: HemanthBharatha
User: HemanthBharatha (contd.)
User: @narendramodi
User account screnshot
User timeline sample
BJP fan account: results
Loading screen demo